Title :
Adaptive Force Control for Robotic Machining Process
Author :
He, Jianmin ; Pan, Zengxi ; Zhang, Hui
Author_Institution :
ABB Inc., Windsor
Abstract :
An self-tuning PI control with anti-windup scheme for the force regulation in robotic machining process is proposed in this paper. The experimentally identified robot dynamic model and nonlinear process model are used in the control algorithm design and simulation. Both the PI controller gains and the exact linearization procedure for the nonlinear process model are continuously tuned based on the on-line identified process parameters. Simulation results show that the proposed adaptive control scheme maintains the control system stability and performance in a wide range of operating conditions. The proposed algorithm was also verified via robotic machining experiments.
Keywords :
PI control; adaptive control; force control; industrial robots; machining; nonlinear control systems; robot dynamics; adaptive force control; antiwindup scheme; nonlinear process; robot dynamic; robotic machining; self-tuning PI control; Adaptive control; Electrical equipment industry; Force control; Industrial control; Machining; Pi control; Programmable control; Robotic assembly; Service robots; Stability;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282405